Cargando…

Classification of COVID-19 in X-ray images with Genetic Fine-tuning()

New and more transmissible SARS-COV-2 variants aggravated the SARS-COV-2 emergence. Lung X-ray images stand out as an alternative to support case screening. The latest computer-aided diagnosis systems have been using Deep Learning (DL) to detect pulmonary diseases. In this context, our work investig...

Descripción completa

Detalles Bibliográficos
Autores principales:	Vieira, Pablo A., Magalhães, Deborah M.V., Carvalho-Filho, Antonio O., Veras, Rodrigo M.S., Rabêlo, Ricardo A.L., Silva, Romuere R.V.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier Ltd. 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461268/ https://www.ncbi.nlm.nih.gov/pubmed/34584299 http://dx.doi.org/10.1016/j.compeleceng.2021.107467

Ejemplares similares

Detecting pulmonary diseases using deep features in X-ray images
por: Vieira, Pablo, et al.
Publicado: (2021)

An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms
por: Carvalho, Edson D., et al.
Publicado: (2021)

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model
por: Vogado, Luis, et al.
Publicado: (2021)

Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?
por: Pham, Tuan D.
Publicado: (2020)

LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images
por: Shamrat, F. M. Javed Mehedi, et al.
Publicado: (2022)

Classification of X-ray images into COVID-19, pneumonia, and TB using cGAN and fine-tuned deep transfer learning models
por: Mehta, Tirth, et al.
Publicado: (2021)

Fine-Tuning Convolutional Neural Networks for COVID-19 Detection from Chest X-ray Images
por: Zhao, Wentao, et al.
Publicado: (2021)

Hybrid Fine-Tuning Strategy for Few-Shot Classification
por: Zhao, Lei, et al.
Publicado: (2022)

Fine-tuning of defensive behaviors in the dorsal periaqueductal gray by atypical neurotransmitters
por: Fogaça, M.V., et al.
Publicado: (2012)

Three-dimensional diffraction mapping by tuning the X-ray energy
por: Cornelius, T. W., et al.
Publicado: (2011)

Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks
por: Ksibi, Amel, et al.
Publicado: (2022)

Building an Ensemble of Fine-Tuned Naive Bayesian Classifiers for Text Classification
por: El Hindi, Khalil, et al.
Publicado: (2018)

Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks
por: Punn, Narinder Singh, et al.
Publicado: (2020)

Tuning and Fine-Tuning of Synapses with Adenosine
por: Sebastião, A.M, et al.
Publicado: (2009)

A Fine-Tuned BERT-Based Transfer Learning Approach for Text Classification
por: Qasim, Rukhma, et al.
Publicado: (2022)

Fine Structure of X-ray Diffuse Scattering in the Vicinity of High-angle Superlattice Bragg Reflections
por: Chernov, V A, et al.
Publicado: (2003)

Dynamic fine-tuning of CAR-T cell therapy
por: Trehin, Pierre V.M., et al.
Publicado: (2023)

Transfer learning with fine-tuned deep CNN ResNet50 model for classifying COVID-19 from chest X-ray images
por: Hossain, Md. Belal, et al.
Publicado: (2022)

Extended X-ray absorption fine structure of bimetallic nanoparticles
por: Antoniak, Carolin
Publicado: (2011)

Gradual collapse of nuclear wave functions regulated by frequency tuned X-ray scattering
por: Ignatova, Nina, et al.
Publicado: (2017)

Gastric Pathology Image Classification Using Stepwise Fine-Tuning for Deep Neural Networks
por: Qu, Jia, et al.
Publicado: (2018)

Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network
por: Chi, Jianning, et al.
Publicado: (2017)

Multi skin lesions classification using fine-tuning and data-augmentation applying NASNet
por: Cano, Elia, et al.
Publicado: (2021)

Effectiveness of Fine-tuned BERT Model in Classification of Helpful and Unhelpful Online Customer Reviews
por: Bilal, Muhammad, et al.
Publicado: (2022)

Dermoscopic Image Classification Method Using an Ensemble of Fine-Tuned Convolutional Neural Networks
por: Shen, Xin, et al.
Publicado: (2022)

Fine-tuning helper Ts
por: Maxmen, Amy
Publicado: (2009)

The fine-tuning price of LEP
por: Chankowski, Piotr H., et al.
Publicado: (1997)

Fine-tuning in the physical universe
por: Sloan, David, et al.
Publicado: (2020)

Fine-tuning Metabolic Switches
por: Sedwick, Caitlin
Publicado: (2013)

Pulmonary Diffuse Airspace Opacities Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks Fine-Tuned by Whale Optimizer
por: Wang, Xusheng, et al.
Publicado: (2021)

Selective introduction of Cu impurity into fine-dispersed ZnS obtained during the process of one-stage synthesis
por: Bacherikov, Y.Y., et al.
Publicado: (2017)

Predicted Functions of MdmX in Fine-Tuning the Response of p53 to DNA Damage
por: Kim, Sohyoung, et al.
Publicado: (2010)

Fine Tuning of the Inner Dipole Design of MCBXF Magnets
por: García-Matos, Jesús A, et al.
Publicado: (2022)

Optimization and fine-tuning of DenseNet model for classification of COVID-19 cases in medical imaging
por: Chauhan, Tavishee, et al.
Publicado: (2021)

Classification of Breast Lesions on DCE-MRI Data Using a Fine-Tuned MobileNet
por: Wang, Long, et al.
Publicado: (2023)

Benign and Malignant Oral Lesion Image Classification Using Fine-Tuned Transfer Learning Techniques
por: Islam, Md. Monirul, et al.
Publicado: (2023)

8th International Conference on X-ray Absorption Fine Structure
por: Arvanitis, Dimitri, et al.
Publicado: (1995)

12th International Conference on X-ray Absorption Fine Structure
por: Collective
Publicado: (2005)

13th International Conference on X-ray Absorption Fine Structure
por: Hedman, Britt, et al.
Publicado: (2007)

Truncating fined-tuned vision-based models to lightweight deployable diagnostic tools for SARS-CoV-2 infected chest X-rays and CT-scans
por: Montalbo, Francis Jesmar
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_2itk0dgb33djbuto9buvnb1ma4